发明名称 COUPLING DEMAND FORECASTING AND PRODUCTION PLANNING WITH CHOLESKY DECOMPOSITION AND JACOBIAN LINEARIZATION
摘要 A method, system and computer program product for coupling forecasting and planning in a production planning tool is provided. In an embodiment of the invention, a method for coupling forecasting and planning in a production planning tool is provided. The method includes invoking a forecasting module in a production planning tool executing in memory of a computer upon demand data to compute a forecasting model. The method also includes retrieving a stochastic vector from the computed forecasting model for a product, the stochastic vector expressing vector of expected values of demand for the product, and linearizing the stochastic vector in a matrix describing a linear model for demand of the product. The method further includes providing the linearized stochastic vector to a stochastic linear program (LP) relaxation of a planning module of the production planning tool.
申请公布号 US2012209659(A1) 申请公布日期 2012.08.16
申请号 US201113025820 申请日期 2011.02.11
申请人 INTERNATIONAL BUSINESS MACHINES CORPORATION 发明人 MOLL GEORGES-HENRI
分类号 G06Q10/00 主分类号 G06Q10/00
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